Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "004"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = str(int(os.environ["ANTENNA"]))
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "66"
csv_folder = "/home/obs/src/H6C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H6C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 66 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, 'rtp_summary_table*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 133 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_
Found 131 auto_metrics notebooks in /home/obs/src/H6C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        if isinstance(row['Ant'], str) and '<a href' in row['Ant']:
            antnum = int(row['Ant'].split('</a>')[0].split('>')[-1]) # it's a link, extract antnum
        else:
            antnum = int(row['Ant'])
        if antnum != int(antenna):
            continue
        
        if np.issubdtype(type(row['Node']), np.integer):
            row['Node'] = str(row['Node'])
        if type(row['Node']) == str and row['Node'].isnumeric():
            row['Node'] = 'N' + ('0' if len(row['Node']) == 1 else '') + row['Node']
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 66, Node N03:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459950 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.991517 1.752563 -1.165933 -1.299702 0.966830 0.085238 -0.426947 0.802708 0.6451 0.6618 0.4143 nan nan
2459949 digital_ok 0.00% 0.00% 0.00% 0.00% - - 1.266252 1.750141 -1.625444 -1.247129 2.225700 -0.298716 -0.458942 0.801113 0.6340 0.6478 0.4191 nan nan
2459948 digital_ok 100.00% 0.00% 0.00% 0.00% - - 1.050503 1.242864 -2.156584 -1.456801 13.273224 10.005566 0.078437 0.585517 0.6649 0.6855 0.3878 nan nan
2459947 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.137247 1.179597 2.117779 1.888381 1.295524 0.007138 1.737361 0.853715 0.6616 0.6648 0.3770 nan nan
2459946 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.495494 1.701612 2.176151 1.826051 3.149268 0.250464 0.648390 1.986330 0.6326 0.6527 0.4043 nan nan
2459945 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.570563 1.702913 1.947003 1.741363 2.481062 0.404784 0.510825 1.671477 0.6404 0.6568 0.4043 nan nan
2459944 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.380150 1.616857 2.144811 1.815293 2.690796 0.398088 -0.031841 1.142709 0.6445 0.6619 0.4033 nan nan
2459943 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.386589 1.647286 1.775468 1.784459 3.085032 0.278472 -0.134730 0.916619 0.6462 0.6666 0.4090 nan nan
2459942 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.494961 1.791003 2.035498 1.794292 3.568319 0.372343 0.967635 1.533122 0.6525 0.6627 0.3899 nan nan
2459941 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.495344 1.451862 2.037522 1.771994 3.416507 -0.001403 -0.628289 0.260512 0.6319 0.6512 0.4169 nan nan
2459940 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.344411 1.334564 1.929678 1.794110 3.656548 0.336767 -0.275974 1.033066 0.6420 0.6589 0.4116 nan nan
2459939 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.356231 1.298688 1.748404 1.672530 2.948407 0.259055 0.213005 1.505549 0.6455 0.6618 0.4129 nan nan
2459938 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.500615 1.298487 1.822859 1.756204 2.153001 -0.127906 0.010755 1.816147 0.6492 0.6660 0.4032 nan nan
2459937 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.319325 1.267155 2.214664 1.765276 2.807434 0.102458 0.570079 1.288478 0.6724 0.6945 0.3695 nan nan
2459936 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.235706 0.770845 3.069467 1.978718 2.753445 -0.263827 3.009173 2.087876 0.7964 0.8075 0.1948 nan nan
2459935 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.278888 1.211927 1.815582 1.625162 2.497593 0.347447 -0.024343 1.158903 0.6564 0.6743 0.4026 nan nan
2459934 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.341356 1.795266 1.771138 1.566018 3.072568 0.187172 -0.001220 0.827696 0.6664 0.6848 0.4038 nan nan
2459933 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.197512 1.398688 1.933084 1.637288 2.439460 0.011916 0.433579 1.026587 0.6662 0.6889 0.4053 nan nan
2459932 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.310895 1.053687 1.622334 1.708513 -0.106892 0.423983 0.310801 1.744425 0.5974 0.6147 0.3560 nan nan
2459931 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.009141 1.619022 2.071729 1.771290 1.696392 0.482153 0.987648 2.375751 0.6750 0.6925 0.3923 nan nan
2459930 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.006902 1.344829 1.682661 1.781325 1.676931 0.437800 0.759195 1.423904 0.6715 0.6868 0.3976 nan nan
2459929 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.021010 0.275548 2.001963 1.880642 2.271232 2.048578 2.699585 1.898888 0.7713 0.7738 0.2241 nan nan
2459928 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.182034 1.644177 2.578889 1.847461 2.464011 0.804279 0.160266 0.642411 0.6439 0.6647 0.4012 nan nan
2459927 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.371620 1.619836 1.696160 1.732459 0.891030 2.822301 0.881361 1.889197 0.6030 0.6102 0.3522 nan nan
2459926 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.229862 2.328680 2.135465 1.535015 0.912453 2.082621 1.519070 1.804306 0.7941 0.8180 0.2006 nan nan
2459925 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.187825 0.070810 2.394261 1.989346 1.085621 1.668492 2.800104 1.455147 0.7533 0.7450 0.2405 nan nan
2459924 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.337689 1.138248 2.328801 1.898449 0.084404 1.033828 0.711562 1.102663 0.6664 0.6893 0.3792 nan nan
2459923 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.357635 1.656453 2.444746 2.034227 1.354895 1.295486 2.371740 2.278309 0.7047 0.7240 0.3509 nan nan
2459922 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.164659 1.607140 1.784990 1.360742 3.168582 0.369372 -0.062566 0.532816 0.6552 0.6830 0.4062 nan nan
2459921 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.154996 1.383169 1.746744 1.749637 3.245169 0.843583 -0.501208 0.621012 0.6806 0.6967 0.3939 nan nan
2459920 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.296146 1.558478 1.574479 1.478031 1.526693 0.866939 -0.044370 2.093926 0.6577 0.6761 0.4177 nan nan
2459919 digital_ok 0.00% 65.73% 65.73% 0.00% - - 0.534406 1.487904 1.760243 1.666709 1.036956 0.201318 -0.050795 2.512626 0.2861 0.2899 0.1778 nan nan
2459918 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.432300 1.879379 1.651404 1.509034 2.359178 -0.134966 -0.113675 1.942185 0.6694 0.6865 0.3999 nan nan
2459917 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.402753 1.949280 2.201203 1.761588 0.622975 2.621157 -0.048542 1.528411 0.7015 0.7225 0.4571 nan nan
2459916 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.409725 1.715688 1.607033 1.513364 1.938781 0.979762 0.502691 3.715556 0.6666 0.6874 0.4073 nan nan
2459915 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.297487 1.403120 2.316802 1.763136 4.387554 0.232225 0.214084 0.310704 0.7064 0.7195 0.3594 nan nan
2459914 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.094040 1.603191 2.624857 1.906426 2.424274 0.192149 1.779949 1.301836 0.7264 0.7445 0.3060 nan nan
2459913 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.381199 1.729957 2.223817 1.673839 3.828574 0.424522 0.844437 0.576532 0.6820 0.6871 0.4025 nan nan
2459912 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.000897 1.306668 1.873122 1.671129 1.888869 -0.012613 -0.290448 0.672717 0.6551 0.6837 0.4098 nan nan
2459911 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.010426 1.309161 1.778339 1.591344 2.002574 0.359316 -0.157388 0.711871 0.6584 0.6845 0.4142 nan nan
2459910 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.088357 1.349194 1.650760 1.541408 2.625157 0.499306 -0.059512 1.013251 0.6626 0.6870 0.4112 nan nan
2459909 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.260596 1.587276 1.610148 1.538322 2.639990 -0.008585 -0.073330 1.582496 0.6598 0.6852 0.4119 nan nan
2459908 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.280288 1.659569 1.437478 1.561048 1.524240 0.419118 -0.204721 2.291315 0.6638 0.6920 0.4077 nan nan
2459907 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.325525 1.447813 1.435882 1.624959 2.750871 0.019289 -0.219371 1.464840 0.6628 0.6904 0.4065 nan nan
2459906 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.248176 1.261268 1.650571 1.580156 3.187183 0.449007 -0.418959 1.754115 0.6549 0.6847 0.4072 nan nan
2459905 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.232153 1.476097 1.829868 1.517924 2.327722 1.368857 -0.318038 0.957882 0.6314 0.6690 0.4257 nan nan
2459904 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.050949 1.116250 1.996765 1.769506 1.810830 0.701216 0.380234 3.030465 0.6345 0.6671 0.4188 nan nan
2459903 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.130095 1.232654 1.681406 1.681564 2.482509 0.410122 0.052992 3.829040 0.6380 0.6692 0.4252 nan nan
2459902 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.410661 1.787612 1.786426 1.567328 3.069270 0.413481 -0.008994 1.906755 0.6450 0.6716 0.4152 nan nan
2459901 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.537128 1.550954 1.668928 1.592071 4.459550 0.221736 -0.364315 1.029434 0.6681 0.6857 0.3990 nan nan
2459900 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.326486 1.410550 1.822116 1.596606 3.960479 0.241221 -0.344060 1.332805 0.6114 0.6453 0.3438 nan nan
2459898 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.096301 1.197306 1.639296 1.560725 2.778964 1.252598 -0.144487 1.492194 0.6616 0.6839 0.4021 nan nan
2459897 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.100101 1.108737 1.541603 1.685200 2.265732 0.326607 -0.102594 2.576884 0.6553 0.6762 0.4123 nan nan
2459896 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.295237 1.307191 1.413711 1.611065 1.435937 0.828651 -0.217125 2.213628 0.6568 0.6782 0.4118 nan nan
2459895 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.588796 1.560557 2.560324 1.774346 4.285412 1.307906 2.987683 2.348764 0.7603 0.7653 0.2662 nan nan
2459894 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.084709 1.475476 1.690045 1.513851 2.553000 0.941928 0.074861 1.003122 0.6605 0.6779 0.4008 nan nan
2459893 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.395350 1.562465 1.523469 1.589491 1.765019 1.053325 -0.134240 2.552621 0.6689 0.6860 0.3946 nan nan
2459892 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.250388 1.483983 1.731362 1.762207 3.382658 0.422534 -0.201954 1.501043 0.6738 0.6949 0.3896 nan nan
2459891 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.162398 1.225996 1.841176 1.873033 2.381223 0.750632 -0.147716 1.249661 0.6663 0.6879 0.3934 nan nan
2459890 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.124779 1.613007 2.848859 2.075845 3.193242 0.422779 -0.408622 0.008670 0.6676 0.6854 0.3931 nan nan
2459889 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.042338 1.558777 1.773207 1.697976 2.743448 1.393551 0.364600 2.655462 0.6759 0.6895 0.3882 nan nan
2459888 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.014690 1.333427 2.305617 1.957244 1.755958 1.530157 0.888604 1.389928 0.6918 0.7082 0.3822 nan nan
2459887 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.006329 1.367911 2.392816 1.867105 1.448773 1.466483 -0.043508 1.783707 0.6754 0.6908 0.3933 nan nan
2459886 digital_ok 0.00% 0.00% 0.00% 0.00% - - 1.119934 1.496012 1.712160 1.793410 1.564167 2.480643 2.075467 2.258873 0.7521 0.7511 0.3213 nan nan
2459885 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.424411 2.342668 12.227390 7.989790 2.663205 0.142591 5.362433 1.958095 0.7164 0.7221 0.3577 nan nan
2459884 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.043941 1.564215 2.150845 1.733785 1.528493 1.462587 -0.192080 1.642629 0.6836 0.6887 0.3913 nan nan
2459883 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.417903 1.803518 9.987803 6.926447 2.589264 -0.133957 0.902012 6.762604 0.6717 0.6830 0.3993 nan nan
2459882 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.178641 3.433038 14.047336 8.462577 2.906516 0.209093 -0.239354 0.539352 0.6732 0.6866 0.3903 nan nan
2459881 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.008344 1.698656 15.898040 9.271367 2.947448 -1.307875 0.090050 1.777989 0.7201 0.7371 0.3305 nan nan
2459880 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.070960 2.308395 12.058290 7.803140 3.124432 -0.044326 0.114794 1.619186 0.6757 0.6914 0.3961 nan nan
2459879 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.190193 1.057785 2.136587 1.842302 1.778184 0.525419 -0.195201 1.642290 0.6554 0.6781 0.4200 nan nan
2459878 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.181234 2.167194 14.344763 9.215904 2.499582 0.276250 0.804677 6.237688 0.6657 0.6881 0.4073 nan nan
2459876 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.060186 2.431999 10.037008 7.999675 -0.874351 -0.490296 0.517602 4.627344 0.6982 0.6887 0.3888 nan nan
2459875 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.579415 2.441380 14.582394 9.208313 0.650689 0.928950 -0.128311 1.612161 0.7120 0.7181 0.3898 nan nan
2459874 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.043610 3.414745 6.922684 4.599914 1.140828 0.282379 0.350664 3.404811 0.6994 0.6849 0.3798 nan nan
2459873 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.444969 2.622569 10.847927 6.285216 2.509027 0.207636 -0.617042 0.444596 0.7005 0.6862 0.3827 nan nan
2459872 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.294728 2.235330 13.769253 7.895910 2.018765 1.503383 -0.229902 0.304493 0.6951 0.6859 0.3898 nan nan
2459871 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.185410 1.843895 13.616362 8.301648 0.565858 0.520583 -0.065796 0.828216 0.7059 0.6880 0.3815 nan nan
2459870 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.004287 2.917725 9.559625 6.016764 2.790962 0.909312 3.670033 6.858504 0.7055 0.6969 0.3897 nan nan
2459869 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.229468 3.380016 8.425181 6.472110 0.383076 0.218441 0.678267 4.188046 0.7089 0.7076 0.3877 nan nan
2459868 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.047924 2.541619 15.558148 9.377368 1.964364 -0.209414 0.371135 2.345490 0.6911 0.6849 0.4083 nan nan
2459867 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.062871 1.993711 11.951677 7.032485 2.110459 -0.198893 -0.037370 1.022416 0.7072 0.6922 0.4031 nan nan
2459866 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.136978 2.117534 10.817348 6.989893 3.150620 0.462126 -0.244970 0.150579 0.7072 0.6939 0.3960 nan nan
2459865 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459864 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.890002 1.735819 2.808790 0.557066 1.300716 0.182248 -0.262096 1.640773 0.7061 0.6911 0.4156 nan nan
2459863 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.176053 2.117062 1.179585 0.572977 1.672517 1.226374 -0.247885 0.155860 0.6991 0.6807 0.4042 nan nan
2459862 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.358417 1.269277 2.328663 0.483644 1.577725 0.390772 -0.388723 0.131961 0.6846 0.7071 0.4210 nan nan
2459861 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.227030 0.869452 1.040049 0.785259 1.227177 1.235264 -0.142228 0.592664 0.7091 0.6848 0.4235 nan nan
2459860 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.366695 1.024235 1.215642 0.197529 -0.150214 0.123361 -0.217309 0.925649 0.7190 0.6879 0.4140 nan nan
2459859 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.297964 0.580560 0.703762 0.762632 -0.474861 1.225816 -0.302858 1.541903 0.7258 0.6939 0.4054 nan nan
2459858 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.335546 5.576407 1.102822 0.856391 0.191036 1.960810 -0.161652 1.312138 0.6796 0.6507 0.3983 2.781927 2.413641
2459857 digital_ok 100.00% 100.00% 100.00% 0.00% - - 13.810116 11.370614 4.316254 3.410482 10.365606 4.408113 7.641017 12.965069 0.0222 0.0223 0.0003 nan nan
2459856 digital_ok 0.00% 0.00% 0.00% 0.00% 3.43% 0.57% 0.680562 1.667983 0.327800 0.118056 0.173344 -0.184740 -0.684607 2.223085 0.7268 0.7144 0.4039 1.633942 1.488764
2459855 digital_ok 0.00% 0.00% 0.00% 0.00% 4.58% 0.00% 0.426879 1.726831 0.764003 -0.159714 1.883220 -0.260250 -0.474965 0.581087 0.7096 0.7312 0.4343 1.671364 1.454142
2459854 digital_ok 0.00% 0.00% 0.00% 0.00% 8.93% 0.00% 0.229829 1.756626 0.253109 -0.388482 1.260359 -0.065324 -0.291711 1.339571 0.7228 0.7480 0.4430 1.656487 1.419558
2459853 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.411780 1.319160 0.339961 -0.541229 0.584651 0.046763 -0.415615 2.045726 0.7497 0.7061 0.4239 1.757247 1.500345
2459852 digital_ok 0.00% 0.00% 0.00% 0.00% 8.65% 0.54% 1.425655 0.189018 1.297147 -0.635562 1.731441 -0.028741 1.068658 -0.849472 0.8293 0.8400 0.2455 2.911738 3.116370
2459851 digital_ok 0.00% 0.00% 0.00% 0.00% 11.76% 0.00% 0.760308 1.708326 0.626757 -0.263845 -0.268790 0.821808 -0.666738 0.906455 0.7668 0.7581 0.3436 1.475416 1.428654
2459850 digital_ok 0.00% 0.00% 0.00% 0.00% 18.02% 0.00% 0.423727 1.903279 0.310877 -0.340983 0.384609 -0.867530 -0.499859 1.416286 0.7485 0.7687 0.3628 1.662230 1.396480
2459849 digital_ok 0.00% 0.00% 0.00% 0.00% 16.67% 0.00% 0.719815 2.659970 -0.409305 -0.164041 1.600886 0.745678 -0.364080 2.372809 0.7476 0.7604 0.3667 1.508056 1.406733
2459848 digital_ok 0.00% 0.00% 0.00% 0.00% 30.15% 0.00% 1.123736 2.206189 -0.985534 1.709172 0.178443 -0.196639 -0.536614 1.721658 0.7253 0.7593 0.3923 1.354773 1.291827
2459847 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.170577 2.451512 -0.250378 1.434724 4.455473 -0.719775 -0.637685 0.088817 0.7376 0.7029 0.4290 3.514081 3.299473
2459846 digital_ok 0.00% 0.00% 0.00% 0.00% 33.33% 0.00% 1.030988 1.562907 -0.026830 0.903306 1.263748 0.288532 0.011499 0.996411 0.8460 0.6957 0.4728 1.569642 1.407474
2459845 digital_ok 0.00% 0.00% 0.00% 0.00% 16.02% 83.98% 1.931345 3.103888 -0.492395 1.811661 2.664914 0.451592 -0.668933 0.331688 0.7357 0.7556 0.3781 4.539539 6.671874
2459844 digital_ok 100.00% 100.00% 100.00% 0.00% - - 32.436641 23.227586 22.521189 21.918292 8.401513 5.221339 9.165380 15.188162 0.0221 0.0216 0.0004 nan nan
2459843 digital_ok 0.00% 0.66% 0.66% 0.00% 16.30% 0.00% 0.665943 3.121541 0.526941 0.843845 1.445980 1.433840 -0.438823 2.541452 0.7490 0.7576 0.3820 1.832510 1.674130
2459840 digital_ok 100.00% 100.00% 100.00% 0.00% - - 65.646825 47.254281 14.995430 13.405704 6.342115 6.390632 14.500856 19.054897 0.0196 0.0198 0.0004 nan nan
2459839 digital_ok 100.00% - - - - - 16.764180 11.636731 35.746582 32.440256 2.178643 2.818910 19.400324 27.104094 nan nan nan nan nan
2459838 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 239.584135 239.688580 inf inf 11664.605066 11706.093746 7714.235927 7791.778639 nan nan nan 0.000000 0.000000
2459836 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0316 0.0312 0.0020 nan nan
2459835 digital_ok 100.00% 100.00% 100.00% 0.00% - - 0.529995 -0.495363 1.902543 -0.877460 23.767892 22.906235 97.885564 87.500123 0.0314 0.0308 0.0020 nan nan
2459833 digital_ok 100.00% 100.00% 100.00% 0.00% - - 6.500193 4.264227 1.238807 0.574219 52.208257 45.172192 127.426395 125.682570 0.0242 0.0243 0.0006 nan nan
2459832 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 1.881605 1.119455 0.093297 0.313249 1.736729 0.427030 -0.450379 0.372458 0.8143 0.5599 0.5563 1.784596 1.731096
2459831 digital_ok 100.00% 100.00% 100.00% 0.00% - - 17.203616 11.955180 38.812345 35.366557 3.272949 3.526635 14.361110 18.851245 0.0203 0.0205 0.0004 nan nan
2459830 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 1.755648 1.246778 -0.668566 0.509119 0.950649 2.194637 -0.261617 2.055243 0.8150 0.5797 0.5287 1.782928 1.487410
2459829 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.043141 3.293751 -0.546713 1.136572 0.869699 2.313590 0.972199 5.673217 0.7705 0.6910 0.3871 13.949290 11.799677
2459828 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.028892 1.388962 -0.732024 0.965504 0.087055 2.203386 0.276269 7.849303 0.8122 0.5840 0.5176 5.702732 5.630875
2459827 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 2.171244 2.380105 -0.683454 1.267503 -0.115912 2.089667 -0.708239 0.844789 0.7718 0.6958 0.3901 1.576940 1.300739
2459826 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 1.525870 0.931245 -0.612794 0.532906 0.546839 1.499041 -0.466711 2.233071 0.8065 0.5918 0.5011 1.513045 1.115815
2459825 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 1.103509 0.669220 -0.206301 0.636361 0.100534 1.863076 -0.802195 -0.318218 0.8095 0.6103 0.4958 2.111676 1.613448
2459824 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 1.163962 1.503208 0.676358 1.062148 0.844831 -0.135968 -0.347990 1.101498 0.7387 0.7572 0.3439 2.188693 2.265444
2459823 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.569572 -0.191054 -0.559088 0.204140 1.210198 0.117794 0.691408 5.543695 0.7797 0.6758 0.4365 10.286593 12.268885
2459822 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.996567 0.552257 -0.837092 0.703444 -0.120824 2.659143 0.157757 0.682587 0.8070 0.6287 0.4844 1.871528 1.522775
2459821 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.825096 -0.129023 -0.859593 0.413597 0.007015 1.447572 -0.579707 0.256273 0.8030 0.6437 0.4935 1.881384 1.543367
2459820 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.158825 2.024507 -0.783751 1.121316 1.029734 7.149627 -0.073956 3.383468 0.7801 0.7118 0.4039 4.674860 5.020066
2459817 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.067456 -0.348731 -0.878149 0.469787 0.071250 1.850125 -0.362911 0.516614 0.8128 0.6783 0.4862 1.884697 1.695681
2459816 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459815 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.390019 -0.242433 -0.403591 0.335547 1.696799 1.313180 -0.334758 2.702845 0.8090 0.6936 0.4921 1.664877 1.424915
2459814 digital_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459813 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.711806 2.955822 -0.895085 0.333988 1.398184 6.037809 0.783219 6.873374 0.8043 0.7587 0.3778 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 66: 2459950

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
66 N03 digital_ok nn Shape 1.752563 1.752563 0.991517 -1.299702 -1.165933 0.085238 0.966830 0.802708 -0.426947

Antenna 66: 2459949

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Temporal Variability 2.225700 1.266252 1.750141 -1.625444 -1.247129 2.225700 -0.298716 -0.458942 0.801113

Antenna 66: 2459948

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Temporal Variability 13.273224 1.050503 1.242864 -2.156584 -1.456801 13.273224 10.005566 0.078437 0.585517

Antenna 66: 2459947

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Power 2.117779 1.179597 0.137247 1.888381 2.117779 0.007138 1.295524 0.853715 1.737361

Antenna 66: 2459946

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Temporal Variability 3.149268 1.701612 0.495494 1.826051 2.176151 0.250464 3.149268 1.986330 0.648390

Antenna 66: 2459945

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Temporal Variability 2.481062 1.702913 0.570563 1.741363 1.947003 0.404784 2.481062 1.671477 0.510825

Antenna 66: 2459944

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Temporal Variability 2.690796 0.380150 1.616857 2.144811 1.815293 2.690796 0.398088 -0.031841 1.142709

Antenna 66: 2459943

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Temporal Variability 3.085032 1.647286 0.386589 1.784459 1.775468 0.278472 3.085032 0.916619 -0.134730

Antenna 66: 2459942

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Temporal Variability 3.568319 1.791003 0.494961 1.794292 2.035498 0.372343 3.568319 1.533122 0.967635

Antenna 66: 2459941

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Temporal Variability 3.416507 1.451862 0.495344 1.771994 2.037522 -0.001403 3.416507 0.260512 -0.628289

Antenna 66: 2459940

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Temporal Variability 3.656548 1.334564 0.344411 1.794110 1.929678 0.336767 3.656548 1.033066 -0.275974

Antenna 66: 2459939

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Temporal Variability 2.948407 1.298688 0.356231 1.672530 1.748404 0.259055 2.948407 1.505549 0.213005

Antenna 66: 2459938

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Temporal Variability 2.153001 1.298487 0.500615 1.756204 1.822859 -0.127906 2.153001 1.816147 0.010755

Antenna 66: 2459937

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Temporal Variability 2.807434 0.319325 1.267155 2.214664 1.765276 2.807434 0.102458 0.570079 1.288478

Antenna 66: 2459936

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Power 3.069467 0.235706 0.770845 3.069467 1.978718 2.753445 -0.263827 3.009173 2.087876

Antenna 66: 2459935

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Temporal Variability 2.497593 1.211927 0.278888 1.625162 1.815582 0.347447 2.497593 1.158903 -0.024343

Antenna 66: 2459934

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Temporal Variability 3.072568 0.341356 1.795266 1.771138 1.566018 3.072568 0.187172 -0.001220 0.827696

Antenna 66: 2459933

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Temporal Variability 2.439460 1.398688 0.197512 1.637288 1.933084 0.011916 2.439460 1.026587 0.433579

Antenna 66: 2459932

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
66 N03 digital_ok nn Temporal Discontinuties 1.744425 1.053687 0.310895 1.708513 1.622334 0.423983 -0.106892 1.744425 0.310801

Antenna 66: 2459931

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
66 N03 digital_ok nn Temporal Discontinuties 2.375751 -0.009141 1.619022 2.071729 1.771290 1.696392 0.482153 0.987648 2.375751

Antenna 66: 2459930

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
66 N03 digital_ok nn Power 1.781325 -0.006902 1.344829 1.682661 1.781325 1.676931 0.437800 0.759195 1.423904

Antenna 66: 2459929

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Temporal Discontinuties 2.699585 0.275548 -0.021010 1.880642 2.001963 2.048578 2.271232 1.898888 2.699585

Antenna 66: 2459928

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Power 2.578889 1.644177 0.182034 1.847461 2.578889 0.804279 2.464011 0.642411 0.160266

Antenna 66: 2459927

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
66 N03 digital_ok nn Temporal Variability 2.822301 1.619836 0.371620 1.732459 1.696160 2.822301 0.891030 1.889197 0.881361

Antenna 66: 2459926

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
66 N03 digital_ok nn Shape 2.328680 2.328680 0.229862 1.535015 2.135465 2.082621 0.912453 1.804306 1.519070

Antenna 66: 2459925

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Temporal Discontinuties 2.800104 0.187825 0.070810 2.394261 1.989346 1.085621 1.668492 2.800104 1.455147

Antenna 66: 2459924

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Power 2.328801 -0.337689 1.138248 2.328801 1.898449 0.084404 1.033828 0.711562 1.102663

Antenna 66: 2459923

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Power 2.444746 1.656453 0.357635 2.034227 2.444746 1.295486 1.354895 2.278309 2.371740

Antenna 66: 2459922

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Temporal Variability 3.168582 1.607140 0.164659 1.360742 1.784990 0.369372 3.168582 0.532816 -0.062566

Antenna 66: 2459921

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Temporal Variability 3.245169 0.154996 1.383169 1.746744 1.749637 3.245169 0.843583 -0.501208 0.621012

Antenna 66: 2459920

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
66 N03 digital_ok nn Temporal Discontinuties 2.093926 1.558478 0.296146 1.478031 1.574479 0.866939 1.526693 2.093926 -0.044370

Antenna 66: 2459919

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
66 N03 digital_ok nn Temporal Discontinuties 2.512626 0.534406 1.487904 1.760243 1.666709 1.036956 0.201318 -0.050795 2.512626

Antenna 66: 2459918

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Temporal Variability 2.359178 1.879379 0.432300 1.509034 1.651404 -0.134966 2.359178 1.942185 -0.113675

Antenna 66: 2459917

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
66 N03 digital_ok nn Temporal Variability 2.621157 1.949280 0.402753 1.761588 2.201203 2.621157 0.622975 1.528411 -0.048542

Antenna 66: 2459916

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
66 N03 digital_ok nn Temporal Discontinuties 3.715556 0.409725 1.715688 1.607033 1.513364 1.938781 0.979762 0.502691 3.715556

Antenna 66: 2459915

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Temporal Variability 4.387554 0.297487 1.403120 2.316802 1.763136 4.387554 0.232225 0.214084 0.310704

Antenna 66: 2459914

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Power 2.624857 0.094040 1.603191 2.624857 1.906426 2.424274 0.192149 1.779949 1.301836

Antenna 66: 2459913

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Temporal Variability 3.828574 1.729957 0.381199 1.673839 2.223817 0.424522 3.828574 0.576532 0.844437

Antenna 66: 2459912

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Temporal Variability 1.888869 1.306668 0.000897 1.671129 1.873122 -0.012613 1.888869 0.672717 -0.290448

Antenna 66: 2459911

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Temporal Variability 2.002574 1.309161 0.010426 1.591344 1.778339 0.359316 2.002574 0.711871 -0.157388

Antenna 66: 2459910

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Temporal Variability 2.625157 1.349194 0.088357 1.541408 1.650760 0.499306 2.625157 1.013251 -0.059512

Antenna 66: 2459909

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Temporal Variability 2.639990 1.587276 0.260596 1.538322 1.610148 -0.008585 2.639990 1.582496 -0.073330

Antenna 66: 2459908

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
66 N03 digital_ok nn Temporal Discontinuties 2.291315 0.280288 1.659569 1.437478 1.561048 1.524240 0.419118 -0.204721 2.291315

Antenna 66: 2459907

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Temporal Variability 2.750871 1.447813 0.325525 1.624959 1.435882 0.019289 2.750871 1.464840 -0.219371

Antenna 66: 2459906

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Temporal Variability 3.187183 1.261268 0.248176 1.580156 1.650571 0.449007 3.187183 1.754115 -0.418959

Antenna 66: 2459905

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Temporal Variability 2.327722 1.476097 0.232153 1.517924 1.829868 1.368857 2.327722 0.957882 -0.318038

Antenna 66: 2459904

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
66 N03 digital_ok nn Temporal Discontinuties 3.030465 1.116250 0.050949 1.769506 1.996765 0.701216 1.810830 3.030465 0.380234

Antenna 66: 2459903

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
66 N03 digital_ok nn Temporal Discontinuties 3.829040 1.232654 0.130095 1.681564 1.681406 0.410122 2.482509 3.829040 0.052992

Antenna 66: 2459902

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Temporal Variability 3.069270 0.410661 1.787612 1.786426 1.567328 3.069270 0.413481 -0.008994 1.906755

Antenna 66: 2459901

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Temporal Variability 4.459550 0.537128 1.550954 1.668928 1.592071 4.459550 0.221736 -0.364315 1.029434

Antenna 66: 2459900

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Temporal Variability 3.960479 0.326486 1.410550 1.822116 1.596606 3.960479 0.241221 -0.344060 1.332805

Antenna 66: 2459898

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Temporal Variability 2.778964 1.197306 0.096301 1.560725 1.639296 1.252598 2.778964 1.492194 -0.144487

Antenna 66: 2459897

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
66 N03 digital_ok nn Temporal Discontinuties 2.576884 1.108737 0.100101 1.685200 1.541603 0.326607 2.265732 2.576884 -0.102594

Antenna 66: 2459896

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
66 N03 digital_ok nn Temporal Discontinuties 2.213628 1.307191 0.295237 1.611065 1.413711 0.828651 1.435937 2.213628 -0.217125

Antenna 66: 2459895

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Temporal Variability 4.285412 0.588796 1.560557 2.560324 1.774346 4.285412 1.307906 2.987683 2.348764

Antenna 66: 2459894

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Temporal Variability 2.553000 1.475476 0.084709 1.513851 1.690045 0.941928 2.553000 1.003122 0.074861

Antenna 66: 2459893

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
66 N03 digital_ok nn Temporal Discontinuties 2.552621 0.395350 1.562465 1.523469 1.589491 1.765019 1.053325 -0.134240 2.552621

Antenna 66: 2459892

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Temporal Variability 3.382658 1.483983 0.250388 1.762207 1.731362 0.422534 3.382658 1.501043 -0.201954

Antenna 66: 2459891

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Temporal Variability 2.381223 0.162398 1.225996 1.841176 1.873033 2.381223 0.750632 -0.147716 1.249661

Antenna 66: 2459890

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Temporal Variability 3.193242 1.613007 0.124779 2.075845 2.848859 0.422779 3.193242 0.008670 -0.408622

Antenna 66: 2459889

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Temporal Variability 2.743448 0.042338 1.558777 1.773207 1.697976 2.743448 1.393551 0.364600 2.655462

Antenna 66: 2459888

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Power 2.305617 1.333427 0.014690 1.957244 2.305617 1.530157 1.755958 1.389928 0.888604

Antenna 66: 2459887

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Power 2.392816 1.367911 -0.006329 1.867105 2.392816 1.466483 1.448773 1.783707 -0.043508

Antenna 66: 2459886

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
66 N03 digital_ok nn Temporal Variability 2.480643 1.119934 1.496012 1.712160 1.793410 1.564167 2.480643 2.075467 2.258873

Antenna 66: 2459885

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Power 12.227390 2.342668 -0.424411 7.989790 12.227390 0.142591 2.663205 1.958095 5.362433

Antenna 66: 2459884

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Power 2.150845 1.564215 -0.043941 1.733785 2.150845 1.462587 1.528493 1.642629 -0.192080

Antenna 66: 2459883

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Power 9.987803 1.803518 -0.417903 6.926447 9.987803 -0.133957 2.589264 6.762604 0.902012

Antenna 66: 2459882

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Power 14.047336 3.433038 -0.178641 8.462577 14.047336 0.209093 2.906516 0.539352 -0.239354

Antenna 66: 2459881

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Power 15.898040 1.698656 -0.008344 9.271367 15.898040 -1.307875 2.947448 1.777989 0.090050

Antenna 66: 2459880

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Power 12.058290 2.308395 -0.070960 7.803140 12.058290 -0.044326 3.124432 1.619186 0.114794

Antenna 66: 2459879

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Power 2.136587 1.057785 0.190193 1.842302 2.136587 0.525419 1.778184 1.642290 -0.195201

Antenna 66: 2459878

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Power 14.344763 2.167194 0.181234 9.215904 14.344763 0.276250 2.499582 6.237688 0.804677

Antenna 66: 2459876

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Power 10.037008 -0.060186 2.431999 10.037008 7.999675 -0.874351 -0.490296 0.517602 4.627344

Antenna 66: 2459875

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Power 14.582394 -0.579415 2.441380 14.582394 9.208313 0.650689 0.928950 -0.128311 1.612161

Antenna 66: 2459874

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Power 6.922684 0.043610 3.414745 6.922684 4.599914 1.140828 0.282379 0.350664 3.404811

Antenna 66: 2459873

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Power 10.847927 -0.444969 2.622569 10.847927 6.285216 2.509027 0.207636 -0.617042 0.444596

Antenna 66: 2459872

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Power 13.769253 2.235330 -0.294728 7.895910 13.769253 1.503383 2.018765 0.304493 -0.229902

Antenna 66: 2459871

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Power 13.616362 1.843895 -0.185410 8.301648 13.616362 0.520583 0.565858 0.828216 -0.065796

Antenna 66: 2459870

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Power 9.559625 -0.004287 2.917725 9.559625 6.016764 2.790962 0.909312 3.670033 6.858504

Antenna 66: 2459869

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Power 8.425181 0.229468 3.380016 8.425181 6.472110 0.383076 0.218441 0.678267 4.188046

Antenna 66: 2459868

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Power 15.558148 0.047924 2.541619 15.558148 9.377368 1.964364 -0.209414 0.371135 2.345490

Antenna 66: 2459867

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Power 11.951677 0.062871 1.993711 11.951677 7.032485 2.110459 -0.198893 -0.037370 1.022416

Antenna 66: 2459866

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Power 10.817348 2.117534 -0.136978 6.989893 10.817348 0.462126 3.150620 0.150579 -0.244970

Antenna 66: 2459865

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 66: 2459864

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Power 2.808790 1.735819 -0.890002 0.557066 2.808790 0.182248 1.300716 1.640773 -0.262096

Antenna 66: 2459863

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
66 N03 digital_ok nn Shape 2.117062 0.176053 2.117062 1.179585 0.572977 1.672517 1.226374 -0.247885 0.155860

Antenna 66: 2459862

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Power 2.328663 0.358417 1.269277 2.328663 0.483644 1.577725 0.390772 -0.388723 0.131961

Antenna 66: 2459861

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
66 N03 digital_ok nn Temporal Variability 1.235264 0.869452 0.227030 0.785259 1.040049 1.235264 1.227177 0.592664 -0.142228

Antenna 66: 2459860

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Power 1.215642 0.366695 1.024235 1.215642 0.197529 -0.150214 0.123361 -0.217309 0.925649

Antenna 66: 2459859

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
66 N03 digital_ok nn Temporal Discontinuties 1.541903 0.297964 0.580560 0.703762 0.762632 -0.474861 1.225816 -0.302858 1.541903

Antenna 66: 2459858

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Shape 6.335546 5.576407 6.335546 0.856391 1.102822 1.960810 0.191036 1.312138 -0.161652

Antenna 66: 2459857

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Shape 13.810116 11.370614 13.810116 3.410482 4.316254 4.408113 10.365606 12.965069 7.641017

Antenna 66: 2459856

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
66 N03 digital_ok nn Temporal Discontinuties 2.223085 0.680562 1.667983 0.327800 0.118056 0.173344 -0.184740 -0.684607 2.223085

Antenna 66: 2459855

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Temporal Variability 1.883220 1.726831 0.426879 -0.159714 0.764003 -0.260250 1.883220 0.581087 -0.474965

Antenna 66: 2459854

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
66 N03 digital_ok nn Shape 1.756626 1.756626 0.229829 -0.388482 0.253109 -0.065324 1.260359 1.339571 -0.291711

Antenna 66: 2459853

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
66 N03 digital_ok nn Temporal Discontinuties 2.045726 1.319160 0.411780 -0.541229 0.339961 0.046763 0.584651 2.045726 -0.415615

Antenna 66: 2459852

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
66 N03 digital_ok ee Temporal Variability 1.731441 1.425655 0.189018 1.297147 -0.635562 1.731441 -0.028741 1.068658 -0.849472

Antenna 66: 2459851

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
66 N03 digital_ok nn Shape 1.708326 0.760308 1.708326 0.626757 -0.263845 -0.268790 0.821808 -0.666738 0.906455

Antenna 66: 2459850

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
66 N03 digital_ok nn Shape 1.903279 0.423727 1.903279 0.310877 -0.340983 0.384609 -0.867530 -0.499859 1.416286

Antenna 66: 2459849

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
66 N03 digital_ok nn Shape 2.659970 0.719815 2.659970 -0.409305 -0.164041 1.600886 0.745678 -0.364080 2.372809
In [ ]: